Time Series Forecasting on Exchange standard (test)
0.086MSES-Mamba
Evaluation results
| Method | Links | ||
|---|---|---|---|
| S-MambaLookback length (L)=96, Forecast length (T)=962024.03 | 0.086 | 0.207 | |
| DLinearHorizon=962025.12 | 0.086 | 0.199 | |
| Lite-STGNNHorizon=962025.12 | 0.088 | 0.21 | |
| CycleNetHorizon=962025.12 | 0.093 | 0.206 | |
| Lite-STGNNHorizon=1922025.12 | 0.17 | 0.296 | |
| Lite-STGNNHorizon=3362025.12 | 0.278 | 0.386 | |
| Lite-STGNNHorizon=Mean2025.12 | 0.282 | 0.369 | |
| iTransformerLookback length (L)=96, Forecast length (T)=Average2024.03 | 0.36 | 0.403 | |
| PatchTSTLookback length (L)=96, Forecast length (T)=Average2024.03 | 0.367 | 0.404 | |
| ModernTCNHorizon=Mean2025.12 | 0.406 | 0.426 | |
| Lite-STGNNHorizon=7202025.12 | 0.594 | 0.583 |